Title :
Resampling of ECG signal for improved morphology alignment
Author :
Islam, Md Shariful ; Alajlan, Naif ; Malek, Salim
Author_Institution :
Adv. Lab. for Intell. Syst. Res., King Saud Univ., Riyadh, Saudi Arabia
Abstract :
Proposed is a piecewise-uniform resampling technique for an ECG signal. Different waves of a heartbeat signal are resampled at different rates. The proposed method was tested on a large number of ECG signals with high and low sampling resolutions. It has been found that the piecewise-uniform resampling method helps to improve the morphology alignment in general. This improvement is significant (e.g. 206%) when the durations of different heartbeats vary largely. Improved morphology alignment of resampled heartbeats could be useful in many applications such as cardiovascular engineering and ECG-based biometrics.
Keywords :
cardiovascular system; digital signal processing chips; electrocardiography; medical signal processing; sampling methods; ECG-based biometrics; cardiovascular engineering; digital signal processing; heartbeat signal; morphology alignment; piecewise-uniform resampling;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2012.0421